Ajeet Singh Raina

Docker Hardened Images for Python: How I Eliminated 152 Vulnerabilities in One Simple Switch

Docker Scout reveals the shocking truth: the standard python:3.13 image harbors 152 vulnerabilities across 40 packages. Meanwhile, Docker Hardened Images shows zero detected vulnerabilities. It's the same Python functionality with enterprise-grade security built in

Agentic AI

Docker cagent: A Command Line Tool For Running AI Agents

Discover how Docker's revolutionary cagent framework is transforming AI agent development with simple YAML configurations, multi-agent orchestration, and seamless tool integration.

Docker Hardened Images: The Complete Guide to Secure, Minimal Container Images for Production

Learn everything about Docker Hardened Images (DHIs) - secure, minimal, production-ready container images that reduce vulnerabilities by 95%, ensure compliance, and integrate seamlessly into existing workflows.

The Day I Told 800+ Engineers Their AI Dreams Could Become Security Nightmares

Model Context Protocol promises seamless AI-tool integration, but real-world vulnerabilities with CVSS scores above 9.0 are compromising everything from GitHub repositories to production databases. Here's how we fix it before it's too late.

MCP vs RAG: Two Different Ways to Make AI Smarter

Confused about MCP vs RAG? You're not alone. These two AI technologies are transforming how we make language models smarter, but they work in completely different ways.

Kubernetes Annoyances for DevOps: A Deep Dive into Real-World Pain Points

If you’ve ever spent hours debugging a misconfigured probe or chasing down a rogue config drift, you’re not alone. This post is a no-fluff breakdown of the top Kubernetes headaches every DevOps engineer encounters, paired with proven fixes, pro tips, and real-world examples to save your sanity.

Top 5 Docker Desktop Features That You Must Try in 2025

Docker Desktop has evolved far beyond containerization. These 5 features are reshaping development workflows: Model Runner (local AI), MCP Toolkit (secure agents), Docker Offload (cloud GPUs), Debug (enhanced troubleshooting), and Agentic Compose (AI infrastructure).

How to Run OpenAI's New GPT-OSS Models using Docker Offload

Ready to revolutionize your AI workflow? Start your GPT-OSS journey today and join the open AI revolution.

Build, Deploy, and Scale AI Agent systems using Docker MCP Gateway and Python

A comprehensive guide to deploying scalable, secure AI agent orchestration using Docker MCP Gateway and Python FastAPI

Setting Up Docker MCP Toolkit with LM Studio: A Complete Technical Guide

Transform your local AI into a powerhouse with 176+ tools! Learn how to integrate Docker MCP Toolkit with LM Studio 0.3.17 for web search, GitHub operations, database management, and web scraping - all running locally with complete privacy. Complete setup guide with real troubleshooting tips. 🤖🔧

Running Hugging Face Transformers with GPU Acceleration Using Docker Offload

Stop letting local machine constraints limit your AI ambitions. Docker Offload brings NVIDIA L4 GPUs with 23GB of memory to your fingertips—no hardware investment, no cloud complexity, just familiar Docker commands with unlimited compute power

Stop Wasting Hours Brainstorming Hackathon Ideas: This AI Agent Finds Your Perfect Project in Minutes

Ever stared at a blank screen during hackathon registration, wondering "What should I build?" while watching everyone else confidently submit their ideas? You're not alone.